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  1. Guinea Pig‏‎ (253 revisions)
  2. Syllabus for Machine Learning 10-601 in Fall 2014‏‎ (177 revisions)
  3. Syllabus for Machine Learning 10-601 in Fall 2013‏‎ (141 revisions)
  4. Syllabus for Machine Learning with Large Datasets 10-605 in Spring 2015‏‎ (136 revisions)
  5. Structured Prediction 10-710 in Fall 2011‏‎ (135 revisions)
  6. Syllabus for Analysis of Social Media 10-802 in Spring 2011‏‎ (131 revisions)
  7. Syllabus for Machine Learning 10-601B in Spring 2016‏‎ (130 revisions)
  8. DeNero et al, EMNLP 2008‏‎ (112 revisions)
  9. Machine Learning 10-601 in Fall 2014‏‎ (108 revisions)
  10. Margin Infused Relaxed Algorithm‏‎ (108 revisions)
  11. Syllabus for Machine Learning with Large Datasets 10-605 in Spring 2012‏‎ (99 revisions)
  12. Models of metaphor in NLP‏‎ (93 revisions)
  13. ToWikify‏‎ (93 revisions)
  14. M. E. J. Newman PNAS 2006‏‎ (93 revisions)
  15. Syllabus for Machine Learning with Large Datasets 10-605 in Spring 2014‏‎ (92 revisions)
  16. Eisenstein et al ACL 2011. Discovering Sociolinguistic Associations with Structured Sparsity‏‎ (91 revisions)
  17. Syllabus for Analysis of Social Media 10-802 in Fall 2012‏‎ (87 revisions)
  18. Stylistic Structure in Historic Legal Text‏‎ (86 revisions)
  19. Vogal et al, COLING 1996‏‎ (85 revisions)
  20. Watanabe et al., EMNLP 2007. Online Large-Margin Training for Statistical Machine Translation‏‎ (84 revisions)
  21. Machine Learning 10-601 in Spring 2016‏‎ (83 revisions)
  22. Newman, PNAS, 2001.‏‎ (82 revisions)
  23. Syllabus for Machine Learning with Large Datasets 10-605 in Fall 2015‏‎ (80 revisions)
  24. Machine Learning 10-601 in Fall 2013‏‎ (79 revisions)
  25. Forward-Backward‏‎ (78 revisions)
  26. Syllabus for Machine Learning with Large Datasets 10-605 in Fall 2016‏‎ (76 revisions)
  27. Chiang 2005‏‎ (73 revisions)
  28. Social Media Analysis 10-802 in Fall 2012‏‎ (71 revisions)
  29. Lehnen et al., ICASSP 2011. Incorporating Alignments into Conditional Random Fields for Grapheme to Phoneme Conversion‏‎ (71 revisions)
  30. New objective functions for social collaborative filtering‏‎ (67 revisions)
  31. Machine Learning with Large Datasets 10-605 in Spring 2015‏‎ (66 revisions)
  32. Extracting Opinion Expressions with semi-Markov Conditional Random Fields‏‎ (65 revisions)
  33. Structured Prediction Cascades‏‎ (64 revisions)
  34. Machine Learning with Large Datasets 10-605 in Fall 2017‏‎ (63 revisions)
  35. Syllabus for Machine Learning with Large Datasets 10-605 in Spring 2013‏‎ (63 revisions)
  36. Machine Learning with Large Datasets 10-605 in Fall 2016‏‎ (63 revisions)
  37. Belief Propagation‏‎ (62 revisions)
  38. List of project proposals for 10-802 in Fall 2012‏‎ (61 revisions)
  39. Y. Borghol et al. Performance Evaluation 68 2011‏‎ (61 revisions)
  40. Xufei Wang, ICDM, 2010‏‎ (60 revisions)
  41. Chun-Nam John Yu, Hofmann , Learning structural SVMs with latent variables 2009‏‎ (59 revisions)
  42. Topic Model Approach to Authority Identification‏‎ (54 revisions)
  43. Bansal et al, ACL 2011‏‎ (53 revisions)
  44. Das Sarma et. al., Dynamic Relationship and Event Discovery, WSDM 2011‏‎ (53 revisions)
  45. Reisinger et al 2010: Spherical Topic Models‏‎ (52 revisions)
  46. Analyzing User Tweets around foursquare checkins‏‎ (52 revisions)
  47. Leskovec et al., WWW 2010‏‎ (52 revisions)
  48. Hopkins and May, EMNLP 2011. Tuning as Ranking‏‎ (51 revisions)
  49. Globerson et al. ICML 2007. Exponentiated Gradient Algorithms for Log Linear Structured Prediction‏‎ (51 revisions)
  50. Tom Broxton el al., Catching a viral video, J Intell Inf Syst 2011‏‎ (51 revisions)
  51. Tackstrom and McDonald, ECIR 2011. Discovering fine-grained sentiment with latent variable structured prediction models‏‎ (50 revisions)
  52. Machine Learning with Large Datasets 10-605 in Spring 2014‏‎ (50 revisions)
  53. Roth and Yih, ICML 2005. Integer Linear Programming Inference for Conditional Random Fields‏‎ (50 revisions)
  54. Syllabus for Structured Prediction 10-710 in Fall 2011‏‎ (48 revisions)
  55. Ravi and Knight, ACL 2011‏‎ (48 revisions)
  56. Miray Dongyang Niting project proposal‏‎ (46 revisions)
  57. Lin et al KDD 2010‏‎ (46 revisions)
  58. Bartlett et al., ACL-HLT 2008. Automatic Syllabification with Structured SVMs for Letter-to-Phoneme Conversion‏‎ (45 revisions)
  59. Controversial events detection‏‎ (45 revisions)
  60. Main Page‏‎ (44 revisions)
  61. Florencia Reali and Thomas L. Griffiths, Words as alleles: connecting language evolution with Bayesian learners to models of genetic drift, Proceedings of The Royal Society of London. Series B, Biological Sciences 2010‏‎ (44 revisions)
  62. Wu and Weld WWW 2008‏‎ (43 revisions)
  63. Machine Learning with Large Datasets 10-405 in Spring 2018‏‎ (43 revisions)
  64. Analysis of Twitter user's location behaviors‏‎ (43 revisions)
  65. Contrastive Estimation‏‎ (43 revisions)
  66. Posterior Regularization for Expectation Maximization‏‎ (43 revisions)
  67. Jurgens and Lu ICWSM 2012‏‎ (43 revisions)
  68. Domain-Assisted Product Aspect Hierarchy Generation: Towards Hierarchical Organization of Unstructured Consumer Reviews‏‎ (43 revisions)
  69. Machine Learning with Large Datasets 10-605 in Fall 2015‏‎ (41 revisions)
  70. Ritter et al, EMNLP 2011. Named Entity Recognition in Tweets: An Experimental Study‏‎ (40 revisions)
  71. Integer Linear Programming‏‎ (40 revisions)
  72. Wikipedia Infobox Generator Using Cross Lingual Unstructured Text‏‎ (40 revisions)
  73. Syllabus for Information Extraction 10-707 in Fall 2010‏‎ (39 revisions)
  74. Smith and Eisner 2008:Dependency parsing by belief propagation‏‎ (39 revisions)
  75. Chambers and Jurafsky, Jointly combining implicit constraints improves temporal ordering, EMNLP 2008‏‎ (39 revisions)
  76. M. Kim and J. Leskovec. ICML'12‏‎ (39 revisions)
  77. Proposal 2nd Draft Nitin Yandong Ming Yanbo‏‎ (39 revisions)
  78. Yoshikawa 2009 jointly identifying temporal relations with markov logic‏‎ (38 revisions)
  79. The viability of web-derived Polarity Lexicons‏‎ (38 revisions)
  80. OConnor et. al., ICWSM 2010‏‎ (37 revisions)
  81. Koo and Collins ACL 2010‏‎ (37 revisions)
  82. Wu et al KDD 2008‏‎ (36 revisions)
  83. Syllabus for Machine Learning with Large Datasets 10-605 in Fall 2017‏‎ (36 revisions)
  84. Paper-review assignments for this class‏‎ (36 revisions)
  85. Stoyanov et al 2011: Empirical Risk Minimization of Graphical Model Parameters Given Approximate Inference, Decoding, and Model Structure‏‎ (36 revisions)
  86. Project 2nd draft Derry Reyyan‏‎ (36 revisions)
  87. Entropy Gradient for Semi-Supervised Conditional Random Fields‏‎ (35 revisions)
  88. Park et al CSCW 2011. The Politics of Comments: Predicting Political Orientation of News Stories with Commenters’ Sentiment Patterns‏‎ (35 revisions)
  89. MRS Guinea Pig‏‎ (35 revisions)
  90. Inside Outside algorithm‏‎ (34 revisions)
  91. Blog summarization: CIKM 2007‏‎ (34 revisions)
  92. Lin and Wu. 2009. Phrase Clustering for Discriminative Learning.‏‎ (33 revisions)
  93. Semantic Role Labeling with CRFs‏‎ (33 revisions)
  94. Eisenstein et al 2011: Sparse Additive Generative Models of Text‏‎ (33 revisions)
  95. Modeling Spread of Disease from Social Interaction‏‎ (33 revisions)
  96. Lau et al HLT 1993‏‎ (33 revisions)
  97. Birch et al, StatMT 2006‏‎ (32 revisions)
  98. Project - Second Draft Proposal - Yuzhou‏‎ (32 revisions)
  99. Brin 1998 Extracting Patterns and Relations from the World Wide Web‏‎ (32 revisions)
  100. Girvan et al PNAS 2002‏‎ (32 revisions)
  101. Unsupervised Modeling of Dialog Acts in Asynchronous Conversation‏‎ (32 revisions)
  102. David M. Blei and Pedro J. Moreno, Topic Segmentation with an Aspect Hidden Markov Model, SIGIR 2001‏‎ (31 revisions)
  103. Smith and Eisner 2005:Contrastive Estimation: Training Log-Linear Models on Unlabeled Data‏‎ (31 revisions)
  104. Denis and Muller, Predicting Globally-Coherent Temporal Structures from Texts via Endpoint Inference and Graph Decomposition, IJCAI 2011‏‎ (31 revisions)
  105. Mark my words!‏‎ (31 revisions)
  106. What VS What? Detect Controversial Topics in Online Community‏‎ (31 revisions)
  107. Bamman et. al., FIRST MONDAY 2012‏‎ (30 revisions)
  108. Catching and Forecasting Popular Videos on Youtube‏‎ (30 revisions)
  109. Bikel et al MLJ 1999‏‎ (29 revisions)
  110. Finkel and Manning, EMNLP 2009. Nested Named Entity Recognition‏‎ (29 revisions)
  111. Comparative Study of Discriminative Models in SMT‏‎ (29 revisions)
  112. Class meeting for 10-605 LDA‏‎ (29 revisions)
  113. Projects for Machine Learning with Large Datasets 10-605 in Spring 2012‏‎ (29 revisions)
  114. SentiWordNet: A Publicly Available Lexical Resource for Opinion Mining‏‎ (29 revisions)
  115. Syllabus for Machine Learning with Large Datasets 10-405 in Spring 2018‏‎ (29 revisions)
  116. Comparing Unsupervised Learning of Narrative Event Chains and Mining the web for fine-grained semantic verb relations‏‎ (29 revisions)
  117. Dynamic Social Network Analysis using Latent Space Models‏‎ (29 revisions)
  118. Chklovski and Pantel (2004) Verbocean:Mining the web for fine-grained semantic verb relations‏‎ (29 revisions)
  119. Wiki writeup assignments for 10-710 in Fall 2011‏‎ (28 revisions)
  120. A Latent Variable Model for Geographic Lexical Variation‏‎ (28 revisions)
  121. Machine Learning with Large Datasets 10-605‏‎ (28 revisions)
  122. E.A. Leicht, Structure of Time Evo citation networks 2007‏‎ (28 revisions)
  123. Class meeting for 10-605 Phrases with Stream and Sort‏‎ (28 revisions)
  124. DmitryDavidov et al. CoNLL‏‎ (28 revisions)
  125. Weng et al WSDM 10‏‎ (27 revisions)
  126. M. Hurst and K. Nigam. Retrieving topical sentiments from online document collection.‏‎ (27 revisions)
  127. Castillo 2011‏‎ (27 revisions)
  128. Entropy Minimization for Semi-supervised Learning‏‎ (27 revisions)
  129. Project Ideas - Derry, Reyyan‏‎ (27 revisions)
  130. Reyyan project abstract‏‎ (26 revisions)
  131. HMM‏‎ (26 revisions)
  132. Class meeting for 10-605 Randomized Algorithms‏‎ (26 revisions)
  133. Restaurant Recommendations Based On Review Content‏‎ (26 revisions)
  134. Anderson et al KDD2012‏‎ (26 revisions)
  135. Cucerzan and Yarowsky, SIGDAT 1999‏‎ (26 revisions)
  136. Mrinmaya et. al. WWW'12‏‎ (26 revisions)
  137. BinLu et al. ACL2011‏‎ (25 revisions)
  138. Class meeting for 10-605 Deep Learning‏‎ (25 revisions)
  139. Empirical Risk Minimization‏‎ (25 revisions)
  140. Steve Hanneke and Eric Xing, Discrete Temporal Models of Social Networks‏‎ (25 revisions)
  141. Hyejuj project abstract‏‎ (25 revisions)
  142. Ulrik et al Nw Analysis of Collaboration Structure in Wikipedia‏‎ (25 revisions)
  143. Fader et al EMNLP 2011‏‎ (25 revisions)
  144. Berg-Kirkpatrick et al, ACL 2010: Painless Unsupervised Learning with Features‏‎ (25 revisions)
  145. A Clustering Approach for the Nearly Unsupervised Recognition of Nonliteral Language, EACL-2006‏‎ (25 revisions)
  146. Taskar et al. 2004. Max-margin Parsing‏‎ (24 revisions)
  147. Konstas et al. SIGIR 2009‏‎ (24 revisions)
  148. Miller et al ICWSM 2011‏‎ (24 revisions)
  149. Ling, X. and Weld, D. Temporal Information Extraction. AAAI-10‏‎ (24 revisions)
  150. Class meeting for 10-605 Parallel Perceptrons 1‏‎ (24 revisions)
  151. Sun et. al., ICDM 2005‏‎ (24 revisions)
  152. Ideas for course projects for 10-605‏‎ (24 revisions)
  153. 10-601 Naive Bayes‏‎ (24 revisions)
  154. An End-to-End Discriminative Approach to Machine Translation‏‎ (24 revisions)
  155. Bo Pang Sujith Ravi 2012 Revisiting the Predictability of Language: Response Completion in Social Media‏‎ (24 revisions)
  156. Garera 2009 Structural, Transitive and Latent Models for Biographic Fact Extraction‏‎ (24 revisions)
  157. Inferring Social Ties From Geographic Coincidences‏‎ (24 revisions)
  158. Cohen and Carvalho, 2005‏‎ (23 revisions)
  159. Class meeting for 10-605 Scalable PageRank‏‎ (23 revisions)
  160. Supervised Random Walk‏‎ (23 revisions)
  161. CYK Parsing‏‎ (23 revisions)
  162. 10-601 Introduction to Probability‏‎ (23 revisions)
  163. Link-PLSA-LDA: A new unsupervised model for topics and influence of blogs‏‎ (23 revisions)
  164. Class meeting for 10-605 SSL on Graphs‏‎ (23 revisions)
  165. Attribute Extraction‏‎ (23 revisions)
  166. Jure kdd09‏‎ (23 revisions)
  167. Project Draft 1 - diliu, dperciva‏‎ (23 revisions)
  168. Eisner algorithm‏‎ (22 revisions)
  169. Headden et al. NAACL 09‏‎ (22 revisions)
  170. GHC Hadoop cluster information‏‎ (22 revisions)
  171. Melia et al AISTATS 2001‏‎ (22 revisions)
  172. Marcus and Wong, EMNLP 2002‏‎ (22 revisions)
  173. Bellare 2009 generalized expectation criteria for bootstrapping extractors using record text alignment‏‎ (22 revisions)
  174. Predicting web searcher satisfaction with existing community-based answers‏‎ (22 revisions)
  175. Yano et al NAACL 2009‏‎ (22 revisions)
  176. Active Learning in Link Prediction for social networks‏‎ (22 revisions)
  177. Link propagation: A fast semi-supervised learning algorithm for link prediction‏‎ (22 revisions)
  178. Word Alignments using an HMM-based model‏‎ (22 revisions)
  179. Machine Learning with Large Datasets 10-605 in Spring 2012‏‎ (21 revisions)
  180. 10-601 Clustering‏‎ (21 revisions)
  181. Gimpel and Smith, NAACL 2010‏‎ (21 revisions)
  182. Sha 2003 Shallow Parsing with Conditional Random Fields‏‎ (21 revisions)
  183. Identifying influential bloggers: WSDM 2008‏‎ (21 revisions)
  184. Class meeting for 10-605 Workflows For Hadoop‏‎ (21 revisions)
  185. Dan Cosley, AAAI, 2010‏‎ (21 revisions)
  186. Semantic Role Labeling as Sequential Tagging‏‎ (21 revisions)
  187. Compare Yano et al NAACL 2009 Link PLSA LDA‏‎ (21 revisions)
  188. Pasca, WWW 2007‏‎ (21 revisions)
  189. Part of Speech Tagging‏‎ (21 revisions)
  190. Link Prediction in Relational Data‏‎ (21 revisions)
  191. 10-601 Logistic Regression‏‎ (20 revisions)
  192. Class meeting for 10-605 in Fall 2016 Probability Review‏‎ (20 revisions)
  193. Hall emnlp2008‏‎ (20 revisions)
  194. Class meeting for 10-605 in Fall 2016 Hadoop Overview‏‎ (20 revisions)
  195. Influentials, Networks, and Public Opinion Formation‏‎ (20 revisions)
  196. List of First-Draft Project Proposals for 10-802 in Spring 2011‏‎ (20 revisions)
  197. Measuring User Influence in Twitter: The Million Follower Fallacy‏‎ (19 revisions)
  198. Pak 2010 Twitter as a Corpus for Sentiment Analysis and Opinion Mining‏‎ (19 revisions)
  199. Machine Translation‏‎ (19 revisions)
  200. Banko 2007 Open Information Extraction from the Web‏‎ (19 revisions)
  201. Expectation Maximization‏‎ (19 revisions)
  202. Hassan & Radev ACL 2010‏‎ (19 revisions)
  203. Project Brainstorming for 10-710 in Fall 2011‏‎ (19 revisions)
  204. Zhou et al ACM symposium on Applied Computing 2006‏‎ (19 revisions)
  205. J. Artiles et al. EMNLP 2009‏‎ (19 revisions)
  206. Learning Domain-Specific Information Extraction Patterns from the Web‏‎ (19 revisions)
  207. Lacoste-Julien et al, NAACL 2006‏‎ (19 revisions)
  208. Social Media Analysis 10-802 in Spring 2011‏‎ (19 revisions)
  209. Yang et. al., SIGKDD 2012‏‎ (19 revisions)
  210. GeneralizedIterativeScaling‏‎ (18 revisions)
  211. Yang et al Modeling Information Diffusion in Implicit Networks‏‎ (18 revisions)
  212. Semantic Role Labeling‏‎ (18 revisions)
  213. Class meeting for 10-605 Parallel Perceptrons‏‎ (18 revisions)
  214. Corporate Elite Networks and Governance Changes in the 1980s‏‎ (18 revisions)
  215. Comparison Das et al WSDM 2011 and Zhao et al AAAI 2007‏‎ (18 revisions)
  216. Roja Bandari et. al. ICWSM 2012‏‎ (18 revisions)
  217. Sparse Additive Generative Models of Text‏‎ (18 revisions)
  218. Visualization of Social Net‏‎ (18 revisions)
  219. Turney,2002‏‎ (18 revisions)
  220. Daume and Marcu 2005 Learning as Search Optimization: Approximate Large Margin Methods for Structured Prediction‏‎ (18 revisions)
  221. A Discriminative Latent Variable Model for SMT‏‎ (18 revisions)
  222. Cohen 2003 a comparison of string distance metrics for name matching tasks‏‎ (18 revisions)
  223. Tsur et al ICWSM 10‏‎ (18 revisions)
  224. Class Meeting for 10-707 9/8/2010‏‎ (18 revisions)
  225. D. Lange et al., CIKM 2010‏‎ (18 revisions)
  226. Davidov et al COLING 10‏‎ (18 revisions)
  227. 10-601 Matrix Factorization‏‎ (18 revisions)
  228. Alternating Minimization‏‎ (17 revisions)
  229. Blei et al, 2002‏‎ (17 revisions)
  230. Mayfield et al, CoNLL 2003‏‎ (17 revisions)
  231. 10-601 Linear Regression‏‎ (17 revisions)
  232. Text summarization‏‎ (17 revisions)
  233. Liben-Nowell Kleinberg J. Am.Soc.Inf.Sci.2007‏‎ (17 revisions)
  234. Expectation Regularization‏‎ (17 revisions)
  235. Class meeting for 10-605 SGD and Hash Kernels‏‎ (17 revisions)
  236. Daume et al, 2006‏‎ (17 revisions)
  237. Esuli and Sebastiani ACT2007‏‎ (17 revisions)
  238. Pal et al CIKM 2010‏‎ (17 revisions)
  239. Soft Supervised Text Classification‏‎ (17 revisions)
  240. Higher Order Review Rating Sentiment Analysis‏‎ (17 revisions)
  241. Latent semantic indexing‏‎ (17 revisions)
  242. Metaphor Detection in Different Topics‏‎ (17 revisions)
  243. Law et al., ECML 2010‏‎ (17 revisions)
  244. Markov Logic Networks‏‎ (16 revisions)
  245. Gibbs sampling‏‎ (16 revisions)
  246. Turney, ACL 2002‏‎ (16 revisions)
  247. 10-601 PAC‏‎ (16 revisions)
  248. Compare Measuring User Influence in Twitter and Influentials, Networks, and Public Opinion Formation‏‎ (16 revisions)
  249. PCFGs‏‎ (16 revisions)
  250. Li et al IJCAI 11‏‎ (16 revisions)

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